Fundamentals of Statistics contains material of various lectures and courses of H. Lohninger on statistics, data analysis and chemometrics......click here for more.

Index

Editorial Introduction Basic Concepts General Processing Steps Univariate Data Statistical Tests Fundamendals The Term "significant" Level of Significance Hypothesis Testing Types of Errors Interpreting p values Power of a Test One-Sided vs. Two-Sided Tests Parametric and Non-Parametric Tests Distribution-Free Tests Randomization Tests Rank Randomization Tests Means and Medians ANOVA Comparing Variances Comparing Distributions Correlation Coefficient Outlier Tests Control Charts Varia Statististical Tests - Decision Tree Bivariate Data Multivariate Data Math Background Exercises Appendix